diff --git a/The-fediverse-on-the-web.md b/The-fediverse-on-the-web.md
index b923c38..8de3c58 100644
--- a/The-fediverse-on-the-web.md
+++ b/The-fediverse-on-the-web.md
@@ -365,13 +365,17 @@ Writing about the 'verse from the "outside"
 
 ## Research on the 'verse (from peer-reviewed academic journals)
 
-2023-07-24: Child Safety on Federated Social Media: https://stacks.stanford.edu/file/druid:vb515nd6874/20230724-fediverse-csam-report.pdf
+2023-07-24: Child Safety on Federated Social Media - https://stacks.stanford.edu/file/druid:vb515nd6874/20230724-fediverse-csam-report.pdf
 
-2023-03-17: Into the Fediverse: An Opportunity for Academics to Reclaim the Public Sphere: https://doi.org/10.17613/10jk-jc17
+2023-03-17: Into the Fediverse: An Opportunity for Academics to Reclaim the Public Sphere - https://doi.org/10.17613/10jk-jc17
 
-2020 'Fixing Social Media: Toward a Democratic Digital Commons', Michael Kwet, https://doi.org/10.23860/MGDR-2020-05-01-04
+2023-02-12: Will Admins Cope? Decentralized Moderation in the Fediverse - https://doi.org/10.48550/arXiv.2302.05915
 
-2020 'Seven Theses on the fediverse and the Becoming of FLOSS', Aymeric Mansoux and Roel Roscam Abbing, https://monoskop.org/images/c/cc/Mansoux_Aymeric_Abbing_Roel_Roscam_2020_Seven_Theses_on_the_Fediverse_and_the_Becoming_of_FLOSS.pdf
+2022-11-23: Moderating the Fediverse: Content Moderation on Distributed Social Media -  http://dx.doi.org/10.2139/ssrn.4213674 
+
+2020 'Fixing Social Media: Toward a Democratic Digital Commons', Michael Kwet - https://doi.org/10.23860/MGDR-2020-05-01-04
+
+2020 'Seven Theses on the fediverse and the Becoming of FLOSS', Aymeric Mansoux and Roel Roscam Abbing - https://monoskop.org/images/c/cc/Mansoux_Aymeric_Abbing_Roel_Roscam_2020_Seven_Theses_on_the_Fediverse_and_the_Becoming_of_FLOSS.pdf
 
 ## Reports, Reviews, and notable Commentaries (not specifically about the fediverse)